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# MetaMap::DataStructures::Concept |
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# (Last Updated $Id: Concept.pm,v 1.80 2016/01/07 22:49:33 btmcinnes Exp $) |
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# |
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# Perl module that provides a perl interface to the |
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# Unified Medical Language System (UMLS) |
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# |
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# Copyright (c) 2016 |
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# |
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# Sam Henry, Virginia Commonwealth University |
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# henryst at vcu.edu |
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# |
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# Bridget T. McInnes, Virginia Commonwealth University |
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# btmcinnes at vcu.edu |
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# |
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# This program is free software; you can redistribute it and/or |
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# modify it under the terms of the GNU General Public License |
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# as published by the Free Software Foundation; either version 2 |
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# of the License, or (at your option) any later version. |
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# |
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# This program is distributed in the hope that it will be useful, |
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# but WITHOUT ANY WARRANTY; without even the implied warranty of |
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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# GNU General Public License for more details. |
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# |
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# You should have received a copy of the GNU General Public License |
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# along with this program; if not, write to |
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# |
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# The Free Software Foundation, Inc., |
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# 59 Temple Place - Suite 330, |
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# Boston, MA 02111-1307, USA. |
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package MetaMap::DataStructures::Concept; |
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use strict; |
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use warnings; |
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#---------------------------------------- |
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# constructors |
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#--------------------------------------- |
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# constructor method to create a new Concept object |
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# It is recomennded to create Concepts from the phrase or utterance level. |
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# It is easier since text parsing is performed for you, and it is safer, since |
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# the fields are garaunteed to be correct. Each of the input fields are |
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# parsed directly from the text, and are defined in more detail in the MetaMap |
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# documentation, but are described in breif below. |
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# input : $cui <- the CUI code of this concept (e.g. C0000000) |
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# $text <- the text this concept is associated with |
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# $preferredName <- the preferred name of the CUI |
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# $score <- the MMI score of the token->CUI mapping |
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# $uniqueSources <- comma seperated string of the names of the |
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# vocabularies that contain this CUI |
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# $semanticTypes <- comma seperated string of the semantic types |
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# strings associated with this CUI |
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# \@associatedTokens <- list of token objects that map to this concept |
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# $involvesHead <- boolean indicating if the conept involves the head |
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# $isOvermatch <- boolean indicating if the concept is overmatched |
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# $matchmapText <- the matchmap text of the concept |
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# $isNegated <- boolean indicating if the Concept is negated |
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# output: $self <- a Concept object |
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59
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sub new { |
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#create and bless self |
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0
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my $class = shift; |
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1294
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my $self= {}; |
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bless $self, $class; |
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65
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#initialize from the input |
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$self->{cui} = shift; |
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1286
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$self->{text} = shift; |
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$self->{preferredName} = shift; |
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1306
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$self->{score} = shift; |
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$self->{uniqueSources} = shift; |
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1315
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$self->{semanticTypes} = shift; |
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1139
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$self->{associatedTokens} = shift; |
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1798
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$self->{involvesHead} = shift; |
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1149
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$self->{isOvermatch} = shift; |
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1189
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$self->{matchMapText} = shift; |
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1134
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$self->{isNegated} = 0; |
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3326
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return $self; |
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} |
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# method creates and returns a conept from text |
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# (MetaMap Prolog Machine Output, ev section) |
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# input : $text <- a Metamap Prolog Machine Output ev section block or |
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# equivalent |
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# \@tokens <- a list of token objects in the same phrase as this |
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# utterance. The matchmap text is read, and tokens |
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# from list list are selected as the assocaited tokens |
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# output: $self <- a Concept object |
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sub createFromText { |
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#grab the input |
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0
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1106
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my $text = shift; |
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1051
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my $tokensRef = shift; |
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#match the text |
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$text =~ m/ |
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ev\((-*\d+) #score $1 |
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,'?(C\d+)'?, #cui $2 |
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(.*), #string $3 |
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(.*), #preferredName $4 |
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\[[^\]\[]+\], # skip |
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\[([^\]\[]+)\], #semanticTypes $5 |
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(\[[\[\]\d,]+\]), #matchMapText $6 |
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([a-zA-Z]+), #involvesHead |
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([a-zA-Z]+), #isOvermatch |
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\[([^\]\[]+)\], #uniqueSources |
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\[[\d\/,]+\], # skip |
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\d+, # skip |
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\d+/x; # skip |
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110
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111
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112
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#ev\((-*\d+),'?(C\d+)'?,([^\]\[]+),([^\]\[]+),\[[^\]\[]+\],\[([^\]\[]+)\],(\[[\[\]\d,]+\]),([a-zA-Z]+),([a-zA-Z]+),\[([^\]\[]+)\],\[[\d\/,]+\],\d+,\d+ |
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114
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#grab values |
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1583
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1572
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my $score = $1; |
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1205
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my $cui = $2; |
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1435
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my $string = $3; |
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1424
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my $preferredName = $4; |
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1132
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my $semanticTypes = $5; |
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1239
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my $matchMapText = $6; |
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1052
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my $involvesHead = $7; |
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1136
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my $isOvermatch = $8; |
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my $uniqueSources = $9; |
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125
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#TODO delete this - once you are SURE everything works, will quit if values are not being properly parsed with the regex |
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#check if everythingis defined |
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if (defined $score |
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128
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&& defined $cui |
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&& defined $string |
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&& defined $preferredName |
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&& defined $semanticTypes |
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&& defined $matchMapText |
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&& defined $involvesHead |
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&& defined $isOvermatch |
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&& defined $uniqueSources) { |
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#DO NOTHING |
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137
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} |
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138
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else { |
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0
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0
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print "SOMETHING UNDEFINED:\n"; |
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0
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0
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print "1 - $text\n"; |
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0
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print "2 - $score\n"; |
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print "3 - $cui\n"; |
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0
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print "4 - $string\n"; |
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0
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print "5 - $preferredName\n"; |
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0
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print "7 - $semanticTypes\n"; |
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0
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0
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print "8 - $matchMapText\n"; |
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0
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0
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print "9 - $involvesHead\n"; |
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0
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0
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print "10 - $isOvermatch\n"; |
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0
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print "11 - $uniqueSources\n"; |
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150
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0
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0
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exit; |
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151
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} |
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152
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153
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#remove trailing/leading quotes |
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154
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1583
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100
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3000
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if ($string =~ m/'(.*)'/) { |
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155
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1483
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1431
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$string = $1; |
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156
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} |
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157
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1583
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100
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2497
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if ($preferredName =~ m/'(.*)'/) { |
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1564
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1432
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$preferredName = $1; |
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159
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} |
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160
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161
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#convert text to bools (involvesHead and isOvermatch) |
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1583
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100
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1750
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if ($involvesHead eq 'yes') { |
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505
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371
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$involvesHead = 1; |
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164
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} |
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165
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else { |
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166
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1078
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807
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$involvesHead = 0; |
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167
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} |
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168
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1583
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50
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1424
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if ($isOvermatch eq 'yes') { |
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169
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0
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0
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$isOvermatch = 1; |
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170
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} |
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171
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else { |
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1583
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979
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$isOvermatch = 0; |
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173
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} |
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174
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175
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#Map the Concept to its associated Tokens |
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176
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1583
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1343
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my @associatedTokens = (); |
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177
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1583
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4536
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while($matchMapText =~ m/\[(\d+),(\d+)\],\[\d+,\d+\],\d+/g) { |
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178
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#grab the token start and end indeces |
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1623
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1422
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my $startWordNumber = $1; |
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180
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1623
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1135
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my $endWordNumber = $2; |
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181
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182
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#add the correct tokens to the list of associated tokens |
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183
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1623
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1112
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my $wordNumber = 1; |
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184
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1623
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1130
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for (my $tokenIndex = 0; $tokenIndex < scalar @{$tokensRef}; $tokenIndex++) { |
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4310
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5494
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185
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186
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#add the token if the words are within range |
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187
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4310
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2339
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my $wordsInToken = ${$tokensRef}[$tokenIndex]->{numWords}; |
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4310
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3780
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188
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4310
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100
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5991
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if (($wordNumber + $wordsInToken) > $endWordNumber) { |
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189
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1623
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1084
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push @associatedTokens, ${$tokensRef}[$tokenIndex]; |
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1623
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1667
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190
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} |
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191
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192
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#incrememt word number and see if your done |
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193
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4310
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2979
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$wordNumber += $wordsInToken; |
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194
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4310
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100
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4995
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if ($wordNumber > $endWordNumber) { |
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195
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1623
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2910
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last; |
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196
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} |
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197
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} |
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198
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} |
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199
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200
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#TODO delete this (for debugging) |
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201
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#---------------------------------------------- |
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202
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#print "Creating Concept from Text\n"; |
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203
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#print "1 - $text\n"; |
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204
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#print "2 - $score\n"; |
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205
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#print "3 - $cui\n"; |
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206
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#print "4 - $string\n"; |
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207
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#print "5 - $preferredName\n"; |
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208
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#print "7 - $semanticTypes\n"; |
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209
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#print "8 - $matchMapText\n"; |
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210
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#print "9 - $involvesHead\n"; |
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211
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#print "10 - $isOvermatch\n"; |
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212
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#print "11 - $uniqueSources\n"; |
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213
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#print "12 - Associated Tokens:\n"; |
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214
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#foreach my $token(@associatedTokens) { |
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215
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# print $token->toString(); |
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216
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# } |
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217
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#--------------------------------------------- |
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218
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219
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#create and return the new concept |
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220
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1583
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2267
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return MetaMap::DataStructures::Concept->new($cui, $string, $preferredName, |
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221
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$score, $uniqueSources, $semanticTypes, |
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222
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\@associatedTokens, $involvesHead, |
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223
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$isOvermatch, $matchMapText); |
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224
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225
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} |
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226
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227
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228
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#---------------------------------------- |
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229
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# Methods |
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230
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#--------------------------------------- |
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231
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# method determines if this concept maps to the same tokens as another concept |
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232
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# (i.e. if the two tokens are ambiguities of the same text), returns a 1 if |
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233
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# true, 0 otherwise. |
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234
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# input : $other <- a concept object |
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235
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# output: boolean <- 1 if $self and $other have equivalent associated tokens, |
|
236
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# else 0 |
|
237
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sub mapsToSameTokens { |
|
238
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|
#grab input |
|
239
|
8555
|
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|
8555
|
0
|
5442
|
my $self = shift; |
|
240
|
8555
|
|
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|
4847
|
my $other = shift; |
|
241
|
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|
242
|
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|
|
|
#check each associated Token for equality |
|
243
|
8555
|
|
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|
5264
|
foreach my $tokenA(@{$self->{associatedTokens}}) { |
|
|
8555
|
|
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|
8243
|
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|
244
|
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|
245
|
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|
|
#check if there is a token match for this token |
|
246
|
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|
|
# in token B (need to check all because there |
|
247
|
|
|
|
|
|
|
# is no garauntee that the token list is ordered) |
|
248
|
8597
|
|
|
|
|
5054
|
my $match = 0; |
|
249
|
8597
|
|
|
|
|
4993
|
foreach my $tokenB(@{$other->{associatedTokens}}) { |
|
|
8597
|
|
|
|
|
7432
|
|
|
250
|
8678
|
100
|
|
|
|
11590
|
if ($tokenA->equals($tokenB)) { |
|
251
|
5597
|
|
|
|
|
3327
|
$match = 1; |
|
252
|
5597
|
|
|
|
|
3652
|
last; |
|
253
|
|
|
|
|
|
|
} |
|
254
|
|
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|
|
} |
|
255
|
|
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|
|
256
|
|
|
|
|
|
|
#tokenB isn't associated with this token |
|
257
|
|
|
|
|
|
|
# so concepts are not identical |
|
258
|
8597
|
100
|
|
|
|
11373
|
if ($match < 1) { |
|
259
|
3000
|
|
|
|
|
5768
|
return 0; |
|
260
|
|
|
|
|
|
|
} |
|
261
|
|
|
|
|
|
|
} |
|
262
|
|
|
|
|
|
|
|
|
263
|
|
|
|
|
|
|
#all tokens equal, return true |
|
264
|
5555
|
|
|
|
|
10190
|
return 1; |
|
265
|
|
|
|
|
|
|
} |
|
266
|
|
|
|
|
|
|
|
|
267
|
|
|
|
|
|
|
# method compares this concept to another and returns 1 if the two |
|
268
|
|
|
|
|
|
|
# contain identical information |
|
269
|
|
|
|
|
|
|
# input : $other <- a concept object to compare against |
|
270
|
|
|
|
|
|
|
# output: boolean <- 1 if $self and $other contain equivalent fields, and map |
|
271
|
|
|
|
|
|
|
# to the same tokens, else 0. |
|
272
|
|
|
|
|
|
|
sub equals { |
|
273
|
|
|
|
|
|
|
#grab input |
|
274
|
10801
|
|
|
10801
|
0
|
6534
|
my $self = shift; |
|
275
|
10801
|
|
|
|
|
6448
|
my $other = shift; |
|
276
|
|
|
|
|
|
|
|
|
277
|
|
|
|
|
|
|
#check each field for equality |
|
278
|
10801
|
50
|
66
|
|
|
63931
|
if ($self->{cui} ne $other->{cui} |
|
|
|
|
66
|
|
|
|
|
|
|
|
|
33
|
|
|
|
|
|
|
|
|
33
|
|
|
|
|
|
|
|
|
33
|
|
|
|
|
|
|
|
|
33
|
|
|
|
|
|
|
|
|
33
|
|
|
|
|
|
|
|
|
33
|
|
|
|
|
|
|
|
|
33
|
|
|
|
|
|
279
|
|
|
|
|
|
|
|| $self->{text} ne $other->{text} |
|
280
|
|
|
|
|
|
|
|| $self->{preferredName} ne $other->{preferredName} |
|
281
|
|
|
|
|
|
|
|| $self->{score} ne $other->{score} |
|
282
|
|
|
|
|
|
|
|| $self->{uniqueSources} ne $other->{uniqueSources} |
|
283
|
|
|
|
|
|
|
|| $self->{semanticTypes} ne $other->{semanticTypes} |
|
284
|
|
|
|
|
|
|
|| $self->{involvesHead} ne $other->{involvesHead} |
|
285
|
|
|
|
|
|
|
|| $self->{isOvermatch} ne $other->{isOvermatch} |
|
286
|
|
|
|
|
|
|
|| $self->{matchMapText} ne $other->{matchMapText} |
|
287
|
|
|
|
|
|
|
|| $self->{isNegated} ne $other->{isNegated}) { |
|
288
|
6715
|
|
|
|
|
13927
|
return 0; |
|
289
|
|
|
|
|
|
|
} |
|
290
|
|
|
|
|
|
|
#fields are passed |
|
291
|
|
|
|
|
|
|
|
|
292
|
|
|
|
|
|
|
#check that the token mapping is the same |
|
293
|
4086
|
|
|
|
|
3863
|
return $self->mapsToSameTokens($other); |
|
294
|
|
|
|
|
|
|
} |
|
295
|
|
|
|
|
|
|
|
|
296
|
|
|
|
|
|
|
# method summarizes this concept as a string |
|
297
|
|
|
|
|
|
|
# input : - |
|
298
|
|
|
|
|
|
|
# output: $string <- a string describing $self |
|
299
|
|
|
|
|
|
|
sub toString { |
|
300
|
284
|
|
|
284
|
0
|
178
|
my $self = shift; |
|
301
|
|
|
|
|
|
|
|
|
302
|
|
|
|
|
|
|
#add info about the concept |
|
303
|
284
|
|
|
|
|
154
|
my $string = "concept:\n"; |
|
304
|
284
|
|
|
|
|
437
|
$string .= " $self->{cui}, $self->{text}, $self->{preferredName}, $self->{score}\n"; |
|
305
|
284
|
|
|
|
|
316
|
$string .= " $self->{involvesHead}, $self->{isOvermatch}, $self->{isNegated}\n"; |
|
306
|
284
|
|
|
|
|
211
|
$string .= " $self->{semanticTypes}\n"; |
|
307
|
284
|
|
|
|
|
307
|
$string .= " $self->{uniqueSources}\n"; |
|
308
|
|
|
|
|
|
|
|
|
309
|
284
|
|
|
|
|
265
|
$string .= " $self->{matchMapText}\n"; |
|
310
|
|
|
|
|
|
|
|
|
311
|
|
|
|
|
|
|
#ensure tokens are associated |
|
312
|
284
|
50
|
|
|
|
181
|
if (scalar @{$self->{associatedTokens}} < 1) { |
|
|
284
|
|
|
|
|
367
|
|
|
313
|
0
|
|
|
|
|
0
|
$string .= "ERROR NO TOKENS ASSOCIATED\n"; |
|
314
|
|
|
|
|
|
|
} |
|
315
|
|
|
|
|
|
|
|
|
316
|
|
|
|
|
|
|
#add the associated tokens |
|
317
|
284
|
|
|
|
|
171
|
foreach my $token(@{$self->{associatedTokens}}) { |
|
|
284
|
|
|
|
|
261
|
|
|
318
|
293
|
|
|
|
|
396
|
$string .= " ".$token->toString(); |
|
319
|
|
|
|
|
|
|
} |
|
320
|
|
|
|
|
|
|
|
|
321
|
284
|
|
|
|
|
529
|
return $string; |
|
322
|
|
|
|
|
|
|
} |
|
323
|
|
|
|
|
|
|
|
|
324
|
|
|
|
|
|
|
1; |
|
325
|
|
|
|
|
|
|
|
|
326
|
|
|
|
|
|
|
|
|
327
|
|
|
|
|
|
|
__END__ |